Upper-Limb Motion Recognition Based on Hybrid Feature Selection: Algorithm Development and Validation

• Main Authors: Qiaoqin Li (Author), Yongguo Liu (Author), Jiajing Zhu (Author), Zhi Chen (Author), Lang Liu (Author), Shangming Yang (Author), Guanyi Zhu (Author), Bin Zhu (Author), Juan Li (Author), Rongjiang Jin (Author), Jing Tao (Author), Lidian Chen (Author)
• Format: Book
• Published: JMIR Publications, 2021-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundFor rehabilitation training systems, it is essential to automatically record and recognize exercises, especially when more than one type of exercise is performed without a predefined sequence. Most motion recognition methods are based on feature engineering and machine learning algorithms....